{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T15:58:15Z","timestamp":1776182295028,"version":"3.50.1"},"reference-count":95,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100005089","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["IS24035"],"award-info":[{"award-number":["IS24035"]}],"id":[{"id":"10.13039\/501100005089","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U2233214"],"award-info":[{"award-number":["U2233214"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62250710166"],"award-info":[{"award-number":["62250710166"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tits.2025.3528536","type":"journal-article","created":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T18:48:54Z","timestamp":1737658134000},"page":"4283-4297","source":"Crossref","is-referenced-by-count":14,"title":["Flight Delay Prediction: A Dissecting Review of Recent Studies Using Machine Learning"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-3252-2622","authenticated-orcid":false,"given":"Sebastian","family":"Wandelt","sequence":"first","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"given":"Xinyue","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8713-142X","authenticated-orcid":false,"given":"Xiaoqian","family":"Sun","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, Beihang University, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1287\/trsc.1050.0134"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2007.01.001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/DASC.2012.6382348"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2021.103129"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2008.07.001"},{"key":"ref6","volume-title":"Total delay impact study: A comprehensive assessment of the costs and impacts of flight delay in the United States","author":"Ball","year":"2010"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2012.01.016"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2888402"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/deci.12426"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2514\/atcq.7.4.259"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2016.08.012"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2021.102025"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2023.103295"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2023.109596"},{"issue":"4","key":"ref15","first-page":"113","article-title":"A study of the relationship between adverse weather conditions and flight delay","volume":"2","author":"Lee","year":"2016","journal-title":"J. Adv. Technol. Eng. Res."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecotra.2019.02.002"},{"issue":"1","key":"ref17","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/S0969-6997(99)00019-8","article-title":"Management of airport congestion through slot allocation","volume":"6","author":"Abeyratne","year":"2000","journal-title":"J. Air Transp. Manage."},{"issue":"3","key":"ref18","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1016\/j.trb.2009.09.005","article-title":"Pricing vs. slot policies when airport profits matter","volume":"44","author":"Basso","year":"2010","journal-title":"Transp. Res. B, Methodol."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.tra.2018.06.008"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3390\/app10186165"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.59521\/EF52BB6324BD7035"},{"key":"ref22","article-title":"Airport \u2019level\u2019 and market concentration in Europe","volume":"2","author":"Milioti","year":"2024","journal-title":"J. Air Transp. Res. Soc."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jatrs.2024.100008"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.commtr.2024.100120"},{"issue":"1","key":"ref25","first-page":"107","article-title":"The economic cost of airline flight delay","volume":"47","author":"Peterson","year":"2013","journal-title":"J. Transp. Econ. Policy"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2954094"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1080\/01441647.2020.1861123"},{"key":"ref28","article-title":"Status quo and challenges in air transport management research","volume":"2","author":"Wandelt","year":"2024","journal-title":"J. Air Transp. Res. Soc."},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1016\/j.trc.2021.103323","article-title":"Graph to sequence learning with attention mechanism for network-wide multi-step-ahead flight delay prediction","volume":"130","author":"Bao","year":"2021","journal-title":"Transp. Res. C, Emerg. Technol."},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3103502"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.4186\/ej.2021.25.8.99"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ast.2021.106822"},{"key":"ref33","doi-asserted-by":"crossref","DOI":"10.1016\/j.trc.2021.103225","article-title":"Hierarchical integrated machine learning model for predicting flight departure delays and duration in series","volume":"129","author":"Khan","year":"2021","journal-title":"Transp. Res. C, Emerg. Technol."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace8060152"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2020.101993"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0249754"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2021\/4292778","article-title":"Flight delay classification prediction based on stacking algorithm","volume":"2021","author":"Yi","year":"2021","journal-title":"J. Adv. Transp."},{"key":"ref38","doi-asserted-by":"crossref","DOI":"10.1016\/j.trc.2021.103179","article-title":"Flight time prediction for fuel loading decisions with a deep learning approach","volume":"128","author":"Zhu","year":"2021","journal-title":"Transp. Res. C, Emerg. Technol."},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICAAIC53929.2022.9793243"},{"issue":"11","key":"ref40","doi-asserted-by":"crossref","first-page":"8777","DOI":"10.1007\/s00521-022-06898-y","article-title":"Social SKI driver conditional autoregressive-based deep learning classifier for flight delay prediction","volume":"34","author":"Bisandu","year":"2022","journal-title":"Neural Comput. Appl."},{"key":"ref41","first-page":"60","article-title":"Flight delay prediction using deep learning and conversational voice-based agents","volume":"89","author":"Gholami","year":"2022","journal-title":"Amer. Academic Sci. Res. J. Eng., Technol., Sci."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICOSST57195.2022.10016828"},{"key":"ref43","doi-asserted-by":"crossref","DOI":"10.1016\/j.eswa.2022.117662","article-title":"Flight delay prediction from spatial and temporal perspective","volume":"205","author":"Li","year":"2022","journal-title":"Expert Syst. Appl."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICARCE55724.2022.10046519"},{"issue":"6","key":"ref45","doi-asserted-by":"crossref","first-page":"825","DOI":"10.7307\/ptt.v34i6.4132","article-title":"On the performance of machine learning based flight delay prediction\u2014Investigating the impact of short-term features","volume":"34","author":"Sch\u00f6sser","year":"2022","journal-title":"Promet"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1016\/j.neucom.2021.04.136","article-title":"Predicting flight delay with spatio-temporal trajectory convolutional network and airport situational awareness map","volume":"472","author":"Shao","year":"2022","journal-title":"Neurocomputing"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3390\/su142215180"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1049\/itr2.12183"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/app122010621"},{"issue":"10","key":"ref50","first-page":"3283","article-title":"Departure flight delay prediction model based on deep fully connected neural network","volume":"42","author":"Xu","year":"2022","journal-title":"J. Comput. Appl."},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1017\/aer.2023.41"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3338251"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.2514\/6.2023-1257"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace10040342"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120287"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3270743"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00854-w"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijtst.2022.01.007"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/math11030494"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/e25050770"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3286690"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2024.102303"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.jairtraman.2023.102488"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00867-5"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121747"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1108\/IJPDLM-10-2022-0328"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2024.111380"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-024-06060-6"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3345630"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1080\/15472450.2022.2130693"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace11020168"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2023.103375"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.3390\/su142214763"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.3141\/2177-07"},{"key":"ref75","volume-title":"Investigating the costs and economic impact of flight delays in the aviation industry and the potential strategies for reduction","author":"Anupkumar","year":"2023"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.tre.2011.10.009"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.3390\/aerospace7110165"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.3390\/su10020357"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1155\/2021\/5513093"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2990960"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00380-z"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-79725-6_8"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.123306"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1017\/aer.2023.83"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-7998-1415-3.ch001"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.54941\/ahfe1001452"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2022.850628"},{"key":"ref88","first-page":"160","article-title":"Collective models of the aviation human-operators in emergency for intelligent decision support system","volume-title":"Proc. IntelITSIS","author":"Shmelova"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.dajour.2023.100358"},{"key":"ref90","first-page":"1","article-title":"Human\u2013machine intelligence interaction in aviation","volume":"1","author":"Taylor","year":"2014","journal-title":"Proc. Amer. Soc. Eng. Manage."},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3037191"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3380087"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3373510"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3209397"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.jatrs.2024.100004"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6979\/10945245\/10851295.pdf?arnumber=10851295","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,29]],"date-time":"2025-03-29T06:08:13Z","timestamp":1743228493000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10851295\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":95,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tits.2025.3528536","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}